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| FedHM: Efficient Federated Learning for Heterogeneous Models via Low-rank Factorization | Nov 29, 2021 | Distributed ComputingFederated Learning | —Unverified | 0 |
| Efficient Low-Rank Matrix Factorization based on l1,ε-norm for Online Background Subtraction | Nov 19, 2021 | Low-Rank Matrix CompletionMatrix Completion | —Unverified | 0 |
| Fast Rank-1 NMF for Missing Data with KL Divergence | Oct 25, 2021 | Matrix Factorization / DecompositionMissing Values | CodeCode Available | 0 |
| Joint Matrix Decomposition for Deep Convolutional Neural Networks Compression | Jul 9, 2021 | Efficient Neural NetworkMatrix Factorization / Decomposition | CodeCode Available | 0 |
| Accurate and fast matrix factorization for low-rank learning | Apr 21, 2021 | Matrix Factorization / DecompositionRiemannian optimization | CodeCode Available | 0 |
| NuPS: A Parameter Server for Machine Learning with Non-Uniform Parameter Access | Apr 1, 2021 | BIG-bench Machine LearningKnowledge Graph Embeddings | CodeCode Available | 1 |
| Low-rank Convex/Sparse Thermal Matrix Approximation for Infrared-based Diagnostic System | Oct 14, 2020 | Breast Cancer DetectionClustering | —Unverified | 0 |
| Optimum Codesign for Image Denoising Between Type-2 Fuzzy Identifier and Matrix Completion Denoiser | Oct 13, 2020 | DenoisingImage Denoising | —Unverified | 0 |
| Fast Rank Reduction for Non-negative Matrices via Mean Field Theory | Jun 9, 2020 | Matrix Factorization / Decomposition | CodeCode Available | 0 |
